A new study suggests that people who struggle to say no to chocolate, french fries or other junk food suffer from something more insidious than lack of willpower: They may actually have an addiction.

Using a high-tech scan to observe the brains of pathological eaters versus normal eaters, the study found that showing a milkshake to the abnormal group was akin to dangling a cold beer in front of an alcoholic.